{"id":"W4400280979","doi":"10.20360/langandlit29742","title":"Pandemic Considerations in Literacy Research & Teaching","year":2024,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of New Brunswick","funders":"","keywords":"Pandemic; Literacy; Sociology; Mathematics education; Coronavirus disease 2019 (COVID-19); Pedagogy; Psychology; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07350574,0.0005386468,0.0009044342,0.002042664,0.01069435,0.02772764,0.004086166,0.03834427,0.04048897],"category_scores_gemma":[0.2185497,0.0007334883,0.001091811,0.001623547,0.01737491,0.02280689,0.009541214,0.03843648,0.008782163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009817203,"about_ca_system_score_gemma":0.03193612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009373394,"about_ca_topic_score_gemma":0.02813614,"domain_scores_codex":[0.9423909,0.03346481,0.004565182,0.002931149,0.01147299,0.005174827],"domain_scores_gemma":[0.6847112,0.2168818,0.007524912,0.005792786,0.04321305,0.04187631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004152421,0.0000581145,0.0005292786,0.000418625,0.000007690132,0.0003072665,0.002598484,0.00007090407,0.0001171097,0.05334254,0.8980023,0.04450618],"study_design_scores_gemma":[0.0000298119,0.00004874307,0.0008661514,0.001647152,0.00001213408,0.0004380204,0.007733142,0.0001509144,0.0001763567,0.03586504,0.9529917,0.00004082299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001350749,0.00206409,0.0001877296,0.9842131,0.008984327,0.000007528119,0.000007690901,0.0000187189,0.004381626],"genre_scores_gemma":[0.01586753,0.005800081,0.002311354,0.9048302,0.04869917,0.0001173346,0.00003521999,0.0001248831,0.02221429],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07350574,"threshold_uncertainty_score":0.3887402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09270120284730887,"score_gpt":0.527684213948494,"score_spread":0.4349830111011851,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}